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panoptica/example_spine_unmatched_instance.ipynb

Lines changed: 14 additions & 8 deletions
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"execution_count": 2,
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"metadata": {},
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"outputs": [],
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"source": [
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},
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"cell_type": "code",
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"execution_count": 3,
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"outputs": [
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},
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"cell_type": "code",
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"execution_count": null,
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"execution_count": 4,
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"metadata": {},
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"outputs": [
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{
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"Panoptic: Start Evaluation\n",
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"-- Got UnmatchedInstancePair, will match instances\n",
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"-- Got MatchedInstancePair, will evaluate instances\n",
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"-- evaluate took 4.315934896469116 seconds to execute.\n"
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"-- evaluate took 4.241225719451904 seconds to execute.\n"
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]
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}
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],
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},
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{
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"cell_type": "code",
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"execution_count": 5,
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"\n",
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"+++ MATCHING +++\n",
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"Number of instances in reference (num_ref_instances): 22\n",
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"Number of instances in prediction (num_pred_instances): 22\n",
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"True Positives (tp): 19\n",
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"False Positives (fp): 3\n",
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"False Negatives (fn): 3\n",
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"Recognition Quality (rq): 0.8636363636363636\n",
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"Recognition Quality / F1-Score (rq): 0.8636363636363636\n",
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"\n",
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"+++ GLOBAL +++\n",
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"Global Binary Dice (global_bin_dsc): 0.9744370224078394\n",
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"Global Binary Centerline Dice (global_bin_cldsc): 0.9637064011802574\n",
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"\n",
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"+++ INSTANCE +++\n",
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"Segmentation Quality IoU (sq): 0.8328184295330796 +- 0.15186064004517466\n",
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"Panoptic Quality IoU (pq): 0.719252280051296\n",
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"Segmentation Quality Dsc (sq_dsc): 0.900292616009954 +- 0.10253566174957332\n",
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"execution_count": 6,
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"metadata": {},
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"outputs": [
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{
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},
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"cell_type": "code",
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"execution_count": null,
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"execution_count": 7,
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"metadata": {},
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"outputs": [
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{

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